{"id":"https://openalex.org/W4387490576","doi":"https://doi.org/10.23919/softcom58365.2023.10271655","title":"Development of a New Dynamic Approach for Facial Recognition and Emotion Detection","display_name":"Development of a New Dynamic Approach for Facial Recognition and Emotion Detection","publication_year":2023,"publication_date":"2023-09-21","ids":{"openalex":"https://openalex.org/W4387490576","doi":"https://doi.org/10.23919/softcom58365.2023.10271655"},"language":"en","primary_location":{"id":"doi:10.23919/softcom58365.2023.10271655","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/softcom58365.2023.10271655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032371007","display_name":"Hadil Ben Amor","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hadil Ben Amor","raw_affiliation_strings":["University of Carthage,SUP&#x2019;COM INNOV&#x2019;COM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Carthage,SUP&#x2019;COM INNOV&#x2019;COM","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037040399","display_name":"Seifeddine Bouallegue","orcid":"https://orcid.org/0000-0001-5338-2223"},"institutions":[{"id":"https://openalex.org/I4210105992","display_name":"Qatar Science and Technology Park","ror":"https://ror.org/01gshyb58","country_code":"QA","type":"archive","lineage":["https://openalex.org/I4210105992"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Seifeddine Bouallegue","raw_affiliation_strings":["University of Doha for Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Doha for Science and Technology","institution_ids":["https://openalex.org/I4210105992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025609704","display_name":"Afef Bohli","orcid":"https://orcid.org/0000-0002-2211-8144"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Afef Bohli","raw_affiliation_strings":["University of Carthage,INNOV&#x2019;COM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Carthage,INNOV&#x2019;COM","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081681417","display_name":"Ridha Bouall\u00e8gue","orcid":"https://orcid.org/0000-0001-7916-761X"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ridha Bouallegue","raw_affiliation_strings":["University of Carthage,SUP&#x2019;COM INNOV&#x2019;COM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Carthage,SUP&#x2019;COM INNOV&#x2019;COM","institution_ids":["https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1123,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41385556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7797223925590515},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.7392182350158691},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.6643893718719482},{"id":"https://openalex.org/keywords/emotion-detection","display_name":"Emotion detection","score":0.6295273303985596},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5871277451515198},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5708912014961243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.552116870880127},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.535304605960846},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.48772892355918884},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.48715588450431824},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4678405523300171},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4661098122596741},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42539194226264954},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.4212988317012787},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.31166067719459534},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0737752914428711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7797223925590515},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.7392182350158691},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.6643893718719482},{"id":"https://openalex.org/C2988148770","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion detection","level":3,"score":0.6295273303985596},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5871277451515198},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5708912014961243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.552116870880127},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.535304605960846},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.48772892355918884},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.48715588450431824},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4678405523300171},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4661098122596741},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42539194226264954},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.4212988317012787},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.31166067719459534},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0737752914428711},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/softcom58365.2023.10271655","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/softcom58365.2023.10271655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2090185214","https://openalex.org/W2112796928","https://openalex.org/W2213612645","https://openalex.org/W2620834814","https://openalex.org/W2979477102","https://openalex.org/W2980594093","https://openalex.org/W3167021948","https://openalex.org/W3214463151","https://openalex.org/W4283694745","https://openalex.org/W6738715730","https://openalex.org/W6796268549","https://openalex.org/W6796679596"],"related_works":["https://openalex.org/W4391307871","https://openalex.org/W4392502551","https://openalex.org/W2336827033","https://openalex.org/W2505228240","https://openalex.org/W4319430321","https://openalex.org/W3047499479","https://openalex.org/W4389296211","https://openalex.org/W2922915988","https://openalex.org/W4377704381","https://openalex.org/W4240439755"],"abstract_inverted_index":{"This":[0,69],"article":[1],"is":[2],"a":[3,37,44],"research":[4],"concerning":[5],"different":[6,22],"approaches":[7],"for":[8],"face":[9],"recognition":[10],"and":[11],"emotion":[12],"detection.":[13],"Despite":[14],"there":[15],"are":[16],"many":[17],"existent":[18],"technologies":[19],"developed":[20],"by":[21],"big":[23],"tech":[24],"companies":[25],"which":[26],"gave":[27],"us":[28],"more":[29],"than":[30],"we":[31,33],"need,":[32],"aim":[34],"to":[35,74],"develop":[36],"new":[38],"dynamic":[39],"approach":[40,70],"that":[41],"may":[42],"be":[43],"newborn":[45],"Application":[46],"Programming":[47],"Interface":[48],"(API)":[49],"using":[50],"deep":[51],"learning":[52],"algorithms":[53],"such":[54],"as":[55,59,61],"Yolo,":[56],"CNN,":[57],"LeNet5":[58],"well":[60],"fine":[62],"tunning":[63],"the":[64,72,77,80,84],"model":[65],"through":[66],"hyperparameters":[67],"optimization.":[68],"helps":[71],"user":[73],"follow":[75],"up":[76],"fluctuation":[78],"of":[79],"metrics":[81],"while":[82],"changing":[83],"hyper-parameters.":[85]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
